//
// Encog(tm) Core v3.3 - .Net Version
// http://www.heatonresearch.com/encog/
//
// Copyright 2008-2014 Heaton Research, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
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//  http://www.apache.org/licenses/LICENSE-2.0
//
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// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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using Encog.ML.Data;

namespace Encog.ML
{
    /// <summary>
    /// This interface defines a MLMethod that is used for classification.  
    /// Classification defines the output to be a class.  A MLMethod that uses 
    /// classification is attempting to use the input to place items into 
    /// classes.  It is assumed that an item will only be in one single class.  
    /// If an item can be in multiple classes, one option is to create additional 
    /// classes that represent the compound classes.
    /// </summary>
    ///
    public interface IMLClassification : IMLInputOutput
    {
        /// <summary>
        /// Classify the input into a group.
        /// </summary>
        ///
        /// <param name="input">The input data to classify.</param>
        /// <returns>The group that the data was classified into.</returns>
        int Classify(IMLData input);
    }
}
